The objective of this internship is to propose an innovative method that uses unlabelled data, i.e. data that will allow the AI to automatically learn to predict the correct outcome. To reach this stage, the steps to be followed can be defined as follows: (1) consult the state of the art and position ourself against it, (2) come up with ideas for development paths, (3) implement these ideas, (4) and finally test them to position ourself against the state of the art, and then start the sequence again. During my internship, this sequence was done several times and therefore gives the tracks explored during the internship.

翻译：本次实习的目标是提出一种创新方法，利用无标注数据（即可使人工智能自动学习预测正确结果的数据）。为达到这一阶段，需遵循的步骤可定义如下：（1）调研当前技术现状并明确自身定位，（2）构思发展路径，（3）实现这些构想，（4）最终进行测试以与现有技术水平对比，然后重复该循环。在实习期间，这一流程被多次执行，由此形成了实习过程中所探索的研究方向。